TimeSeriesConfig - Amazon SageMaker

TimeSeriesConfig

The collection of components that defines the time-series.

Contents

ItemIdentifierAttributeName

The name of the column that represents the set of item identifiers for which you want to predict the target value.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Required: Yes

TargetAttributeName

The name of the column representing the target variable that you want to predict for each item in your dataset. The data type of the target variable must be numerical.

Type: String

Length Constraints: Minimum length of 1.

Required: Yes

TimestampAttributeName

The name of the column indicating a point in time at which the target value of a given item is recorded.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Required: Yes

GroupingAttributeNames

A set of columns names that can be grouped with the item identifier column to create a composite key for which a target value is predicted.

Type: Array of strings

Array Members: Minimum number of 1 item. Maximum number of 5 items.

Length Constraints: Minimum length of 1. Maximum length of 256.

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: